Open Systems Pharmacology Suite Setup

Awesome multilingual OCR and Document Parsing toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools,…

Langflow is a powerful tool for building and deploying AI-powered agents and workflows.

Integrate the DeepSeek API into popular softwares

Ruby tool for importing existing svn projects into git.

KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge ba…

Neo4j graph construction from unstructured data using LLMs

Active WIP for experimenting with GraphRAG and Knowledge Graphs

🤗 smolagents: a barebones library for agents that think in code.

Python tool for converting files and office documents to Markdown.

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

An open-source RAG-based tool for chatting with your documents.

Qwen 2.5 Coder 1.5B with Code Interpreter

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

A Python wrapper for Google Tesseract

PydanticAI开源框架，搭建基于PostgreSQL、MySQL的Text2SQL应用进行SQL语句生成，支持GPT大模型、国产大模型、开源本地大模型

Semantic cache for LLMs. Fully integrated with LangChain and llama_index.

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieval Results in RAG Systems (WWW 2025)

KAG开源框架介绍及使用KAG实现知识增强生成应用(产品模式测试、开发者模式测试)，KAG是OpenSPG发布v0.5版本中推出的知识增强生成（KAG）的专业领域知识服务框架，旨在充分利用知识图谱和向量检索的优势，增强大型语言模型和知识图谱，以解决 RAG 挑战

Jupyter Notebooks to help you get hands-on with Pinecone vector databases

LightRAG与GraphRAG在索引构建、检索测试中的耗时、模型请求次数、Token消耗金额、检索质量等方面进行对比

Simple, unified interface to multiple Generative AI providers

A comprehensive guide to building RAG-based LLM applications for production.

Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI

Get your documents ready for gen AI

OCR, layout analysis, reading order, table recognition in 90+ languages

Official code implementation of General OCR Theory: Towards OCR-2.0 via a Unified End-to-end Model

GraphRAG4OpenWebUI integrates Microsoft's GraphRAG technology into Open WebUI, providing a versatile information retrieval API. It combines local, global, and web searches for advanced Q&A systems …

GraphRAG在2024.11.5发布 0.4.0新版本，引入增量更新索引和DRIFT图推理搜索查询，本项目对新增的两个新功能进行全面测试，并提供了一种支持多类型大模型使用GraphRAG解决方案，不仅支持GPT大模型，还支持本地大模型(Ollama)、阿里云通义千问、百度文心千帆、智谱ChatGML、讯飞星火认知、Ollama、Moonshot AI、Google Gemini等